Computer Science and Engineering

Ms. Sumaiya Nuha Mustafina

Research Interests

• Human Computer Interaction
• Machine Learning
• Deep Learning
• Bioinformatics

Educational Background

• Bachelor of Science (BSc), (CSE), Military Institute of Science and Technology, Mirpur 12.

Honors and Achievements

• MIST Merit Scholarship, Military Institute of Science and Technology (MIST), 2020
• MIST Dean’s List of honor, Military Institute of Science and Technology (MIST), Mirpur 12, Dhaka, 2020
• MIST Dean’s List of honor, Military Institute of Science and Technology (MIST), Mirpur 12, Dhaka, 2019
• MIST Dean’s List of honor, Military Institute of Science and Technology (MIST), Mirpur 12, Dhaka, 2018
• MIST Dean’s List of honor, Military Institute of Science and Technology (MIST), Mirpur 12, Dhaka, 2017
• Board Scholarship, Dinajpur Board, 2016
• Board Scholarship, Dinajpur Board, 2014

Publications

• A Machine Learning-Based System to Recommend Appropriate Military Training Program for a Soldier, MIET 2022, 2023
• Machine learning to predict pregnancy outcomes: a systematic review, synthesizing framework and future research agenda, BMC Pregnancy and Childbirth, 2022
• Prediction of Cesarean Childbirth using Ensemble Machine Learning Methods, iiWas2020, 2021
• Towards Developing an Automated Attendance Management System using Fingerprint Sensor, ETCCE, 2021
• Exploring Machine Learning Algorithms to Find the Best Features for Predicting Modes of Childbirth, IEEE Access, 2020